Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract: For your convenience, this month's Section News PDF includes bookmarks for each section. After opening the PDF, select the “Bookmark” tab on the left side of your screen, and click on the name of the section you are interested in reading. AMERICAN ETHNOLOGICAL SOCIETY (AES): Caitrin Lynch, ed. “American Ethnologist News” by Angelique Haugerud; “OWS, Anthropology and New York City Student Engagement” by Narges Bajoghli ANTHROPOLOGY AND ENVIRONMENT SECTION (A&E): Amelia Moore, ed. “Environmental Anthropology Engaging Occupy Wall Street” by James R Veteto ARCHEOLOGY DIVISION (AD): E Christian Wells, ed. “Rhymes with the Past” by Christopher T Fisher and Gary M Feinman ASSOCIATION FOR AFRICANIST ANTHROPOLOGY (AfAA): Jennifer E Coffman, ed. ASSOCIATION FOR FEMINIST ANTHROPOLOGY (AFA): Damla Isik and Jessica Smith Rolston, eds. “First AFA Dissertation Award” by Nia Parson ASSOCIATION FOR POLITICAL AND LEGAL ANTHROPOLOGY (APLA): Mona Bhan and Noelle Molé, eds. “Mediating Marriage, Engaging Law” by Srimati Basu ASSOCIATION FOR QUEER ANTHROPOLOGY (AQA): David L R Houston, ed. ASSOCIATION OF SENIOR ANTHROPOLOGISTS (ASA): Paul Doughty, ed. CENTRAL STATES ANTHROPOLOGICAL SOCIETY (CSAS): Evelyn Dean‐Olmsted and Angela Glaros, eds. COUNCIL ON ANTHROPOLOGY AND EDUCATION (CAE): Steve Bialostok, ed. COUNCIL FOR MUSEUM ANTHROPOLOGY (CMA): Margaret Bruchac, ed. CULTURE AND AGRICULTURE (C&A): Susanna Donaldson and Joan Mencher, eds. EVOLUTIONARY ANTHROPOLOGY SOCIETY (EAS): John P Ziker, ed. MIDDLE EAST SECTION (MES): Yasmin Moll, ed. “Anthropology's Politics: Discipline and Region through the Lens of the Middle East” by Lara Deeb and Jessica Winegar NATIONAL ASSOCIATION FOR THE PRACTICE OF ANTHROPOLOGY (NAPA): Eva Friedlander and Tara Eaton, eds. “Emotion and Consumer Rituals” by Thomas Maschio NATIONAL ASSOCIATION OF STUDENT ANTHROPOLOGISTS (NASA): Keri A Canada, ed. “Insights and Advice on the Challenges and Realities of Being an Anthropology Student” by Christine Preble SOCIETY FOR ANTHROPOLOGICAL SCIENCES (SAS): Stephen Lyon, ed. SOCIETY FOR ANTHROPOLOGY IN COMMUNITY COLLEGES (SACC): Lloyd Miller, ed.” SACC fest San Diego 2012” by Laura Tubelle de González SOCIETY FOR THE ANTHROPOLOGY OF CONSCIOUSNESS (SAC): Peter N Jones, ed. SOCIETY FOR THE ANTHROPOLOGY OF EUROPE (SAE): Othon Alexandrakis, ed. “Subjects and Politics in Excess of Exception: Notes on Migrant Dissent” by Irene Peano SOCIETY FOR THE ANTHROPOLOGY OF FOOD AND NUTRITION (SAFN): Kenneth Maes and Alyson Young, eds. SOCIETY FOR THE ANTHROPOLOGY OF NORTH AMERICA (SANA): David Kamper, ed. “Traditional Arts Indiana: A University Based Public Folklore Program” by Jon Kay SOCIETY FOR THE ANTHROPOLOGY OF RELIGION (SAR): Jennifer Selby, ed. “Review of Spirits without Borders: Vietnamese Spirit Mediums in a Transnational Age. By Karen Fjelstad and Nguyen Thi Hien, Palgrave Macmillan, 2011” by Janet Hoskins SOCIETY FOR CULTURAL ANTHROPOLOGY (SCA): Jean M Langford, ed. SOCIETY OF EAST ASIAN ANTHROPOLOGY (SEAA): Anru Lee and Bridget Love, eds. “Material Asia: Objects, Technologies and Rethinking Success” by Hyeon Ju Lee SOCIETY FOR HUMANISTIC ANTHROPOLOGY (SHA): Frederic W Gleach and Vilma Santiago‐Irizarry, eds. SOCIETY FOR MEDICAL ANTHROPOLOGY (SMA): Kathleen Ragsdale, ed. “Engaged Critical Medical Anthropology: Five Steps for Influencing Conversations on ‘Illegal’ Im/migration and Health” by Sarah S Willen, Jessica Mulligan and Heide Castañeda SOCIETY FOR PSYCHOLOGICAL ANTHROPOLOGY (SPA): Jack R Friedman, ed. SOCIETY FOR URBAN, NATIONAL, AND TRANSNATIONAL/GLOBAL ANTHROPOLOGY (SUNTA): Jayne Howell, ed. SOCIETY FOR VISUAL ANTHROPOLOGY (SVA): Wendy Dickinson, ed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.008 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it